Do you have any experience with cloud?
Nlp Data Scientist Interview Questions
50 nlp data scientist interview questions shared by candidates
Entity extraction, general ideas to solve
Feature selections, SQL, Machine learning algorithms, Deep learning Techniques, NLP techniques.
- Explaining the reasoning behind the choice of topic modelling approach. - How to surface the key phrases and most important aspects in each topic?
write syntax of huggingface finetuning a model.
Transformers, BERT, Recommender systems, Text processing
Why you want to join our company? On a hindsight, one would not be happy there!
-Calculate the joint probability of a certain distribution by plugging in the given PDFs and compute the integrals. - What are word embeddings, normally how it was trained? - Given a set of data {(x_i, y_i)} how do you estimate the model's parameters? (I should have asked some clarification questions, what's the designated model here? Is it a statistical model or a neural model? Do we have validation and test set split or the {(x_i, y_i)} are all we have)? I regret not asking them.....
Describe your experience with Python
How much experience do you have with NLP?
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